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5x5 convolution Alibart analog computing applications ANALOG VECTOR-BY-MATRIX artificial neural networks batch cell type CELLS FOR ANALOG CMOS stack CMOSET May 2016 D.B. Strukov DENSO Differential pair Drain Source Control DS=1V Fully emulated in software ETCMOS conference FG CG firing-rate MLP networks flash Forming voltage Fully Erased,V Fully Programmed,V high‐tech Hoskins in-situ training K.K. Likharev Kataeva Layer Lisbon memristive crossbar circuits Memristive devices Memristor firing-rate MLP Memristor spiking neural memristors per weight Merrikh Bayat metal-oxide memristors MNIST set nano Nanotechnology 22 nanowire level Nature May 2015 Neuromorphic Networks Neurons functionality opamp nm Pt pair of memristors Panasonic Photonics Plenary Track Portugal Prezioso Prezioso et al Proc Pt 60 nm Read Pulse Number Redesigned commercial Reset Set Selected cell Source Control Gate spiking neural networks stochastic synapses Test set Theogarajan Threshold Voltage Tººl training set Typical I-V VECTOR-BY-MATRIX MULTIPLIER Volume Vºſ vºy Zamanidoost